A new islanding detection method using transfer learning technique
SKG Manikonda, DN Gaonkar - 2018 8th IEEE India …, 2018 - ieeexplore.ieee.org
2018 8th IEEE India International Conference on Power Electronics …, 2018•ieeexplore.ieee.org
The increasing need for energy in the recent times is unprecedented, which is driving the
penetration of renewable sources in distribution system in a big way. The increasing number
of renewable sources in a system has made the operation, control and protection of the
system very complex. One of the key issues in seamless interconnection of renewable
energy sources to a system is islanding. This paper proposes a new method to detect
islanding in an efficient way by employing transfer learning based technique for image …
penetration of renewable sources in distribution system in a big way. The increasing number
of renewable sources in a system has made the operation, control and protection of the
system very complex. One of the key issues in seamless interconnection of renewable
energy sources to a system is islanding. This paper proposes a new method to detect
islanding in an efficient way by employing transfer learning based technique for image …
The increasing need for energy in the recent times is unprecedented, which is driving the penetration of renewable sources in distribution system in a big way. The increasing number of renewable sources in a system has made the operation, control and protection of the system very complex. One of the key issues in seamless interconnection of renewable energy sources to a system is islanding. This paper proposes a new method to detect islanding in an efficient way by employing transfer learning based technique for image classification. The results show that the proposed method can successfully classify islanding events with a good accuracy.
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